Abstract
Coronavirus Disease 2019 (COVID-19) is a new type of disease that has never been identified in humans. Severe cases of COVID-19 can cause acute respiratory syndrome, kidney failure, and even death. COVID-19 cases have spread all over the world, including in Indonesia. One province with a high number of COVID-19 cases is Central Java Province. Therefore, it is necessary to cluster districts or cities in Central Java based on the COVID-19 case to prevent the spread of COVID-19. Clustering the cases of COVID-19 is done using k-means clustering which is a method of clustering a number of data by means of partitions. The results show that cluster 2 and cluster 3 are areas that the government should pay more attention to because they are areas with a high number of active cases and the high death cases of COVID-19 in Central Java.
Highlights
Coronavirus Disease 2019 (COVID-19) is a new type of disease that has never been identified in humans
The results show that cluster 2 and cluster 3 are areas that the government should pay more attention to because they are areas with a high number of active cases and the high death cases of COVID-19 in Central Java
The observed significance levels are not corrected for this and cannot be interpreted as tests of the hypothesis that the cluster means are equal
Summary
Infeksi novel coronavirus (COVID-19) dimulai di Cina pada akhir 2019 dengan cepat berkembang dan kasus telah dilaporkan di seluruh dunia [7]. Virus corona sangat cepat menular dan telah menyebar di hampir seluruh negara, termasuk Indonesia. Hal ini menyebabkan terbentuknya kebijakan baru lockdown dalam rangka mencegah penyebaran virus corona. Penerapan PSBB untuk mencegah penyebaran virus corona membuat perilaku masyarakat berubah termasuk menjadi makin efisien dan itu membentuk kondisi “new normal” [5]. Hal tersebut membuat pemerintah turut andil dalam penetapan kebijakan baru yang disebut new normal atau kenormalan baru. Penetapan kebijakan new normal merupakan hal yang telah dipertimbangkan oleh Pemerintah Indonesia. Mengingat Provinsi Jawa Tengah juga telah memberlakukan kebijakan new normal sehingga penelitian ini dirasa sangat penting untuk dilakukan. Output dari penelitian ini adalah berupa pengelompokan kabupaten/kota di Provinsi Jawa Tengah berdasarkan kasus COVID-19 yang akan dibentuk sejumlah tiga cluster
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